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Firdevsi Ayça Deniz
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Year
A comprehensive survey on recent metaheuristics for feature selection
T Dokeroglu, A Deniz, HE Kiziloz
Neurocomputing 494, 269-296, 2022
1662022
Novel multiobjective TLBO algorithms for the feature subset selection problem
HE Kiziloz, A Deniz, T Dokeroglu, A Cosar
Neurocomputing 306, 94-107, 2018
722018
Robust multiobjective evolutionary feature subset selection algorithm for binary classification using machine learning techniques
A Deniz, HE Kiziloz, T Dokeroglu, A Cosar
Neurocomputing 241, 128-146, 2017
522017
A robust multiobjective Harris’ Hawks Optimization algorithm for the binary classification problem
T Dokeroglu, A Deniz, HE Kiziloz
Knowledge-Based Systems 227, 107219, 2021
382021
On initial population generation in feature subset selection
A Deniz, HE Kiziloz
Expert Systems with Applications 137, 11-21, 2019
352019
Effects of various preprocessing techniques to Turkish text categorization using n-gram features
A Deniz, HE Kiziloz
Computer Science and Engineering (UBMK), 2017 International Conference on …, 2017
272017
Evolutionary Multiobjective Feature Selection for Sentiment Analysis
A Deniz, M Angin, P Angin
IEEE Access 9, 142982-142996, 2021
172021
Predicting the severity of COVID‐19 patients using a multi‐threaded evolutionary feature selection algorithm
A Deniz, HE Kiziloz, E Sevinc, T Dokeroglu
Expert Systems 39 (5), e12949, 2022
92022
An evolutionary parallel multiobjective feature selection framework
HE Kiziloz, A Deniz
Computers & Industrial Engineering 159, 107481, 2021
82021
Boosting gender identification using author preference
T Kucukyilmaz, A Deniz, HE Kiziloz
Pattern Recognition Letters 140, 245-251, 2020
82020
Feature Selection with Dynamic Classifier Ensembles
HE Kiziloz, A Deniz
2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2020
42020
Understanding IMF Decision-Making with Sentiment Analysis
A Deniz, M Angin, P Angin
2022 30th Signal Processing and Communications Applications Conference (SIU …, 2022
32022
Sentiment and Context-refined Word Embeddings for Sentiment Analysis
A Deniz, M Angin, P Angin
2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2021
32021
Malware Speaks! Deep Learning Based Assembly Code Processing for Detecting Evasive Cryptojacking
G Mani, M Kim, B Bhargava, P Angin, A Deniz, V Pasumarti
IEEE Transactions on Dependable and Secure Computing, 2023
12023
Parallel Multiobjective Feature Selection for Binary Classification
A Deniz, HE Kiziloz
2020 5th International Conference on Computer Science and Engineering (UBMK …, 2020
12020
Context-and sentiment-aware machine learning models for sentiment analysis
FA Deniz Kızılöz
Middle East Technical University, 2023
2023
Boosting Initial Population in Multiobjective Feature Selection with Knowledge-Based Partitioning
A Deniz, HE Kiziloz
2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022
2022
Multiobjective Evolutionary Feature Subset Selection Algorithm for Binary Classification
FA Deniz-Kızılöz
Middle East Technical University, 2016
2016
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Articles 1–18